04/07/2020

Topological Sort for Sentence Ordering

Shrimai Prabhumoye, Ruslan Salakhutdinov, Alan W Black

Keywords: Sentence Ordering, sequence problem, constraint problem, Topological Sort

Abstract Paper Similar Papers

Abstract: Sentence ordering is the task of arranging the sentences of a given text in the correct order. Recent work using deep neural networks for this task has framed it as a sequence prediction problem. In this paper, we propose a new framing of this task as a constraint solving problem and introduce a new technique to solve it. Additionally, we propose a human evaluation for this task. The results on both automatic and human metrics across four different datasets show that this new technique is better at capturing coherence in documents.

 0
 0
 0
 0
  Share    
This is an embedded video. Talk and the respective paper are published at ACL 2020 virtual conference. If you are one of the authors of the paper and want to manage your upload, see the question "My papertalk has been externally embedded..." in the FAQ section.

Comments

Post Comment
no comments yet
code of conduct: tbd Characters remaining: 140

Similar Papers

 0
 0
 0
 0
 5:44 
 0
 0
 0
 0
 14:47 
 0
 0
 0
 0
 5:15 
 0
 0
 0
 0
 6:41 
 0
 0
 0
 0
 16:10 
 0
 0
 0
 0
 11:03 
 0
 0
 0
 0
 14:40 
 0
 0
 0
 0
 10:48 
 0
 0
 0
 0
 11:22 
 0
 0
 0
 0
 15:32 
 0
 0
 0
 0
 10:53 
 0
 0
 0
 0
 15:00 
 0
 0
 0
 0
 12:10 
 0
 0
 0
 0
 9:08 
 0
 0
 0
 0
 10:36 
 0
 0
 0
 0
 6:02 
 0
 0
 0
 0
 11:05 
 0
 0
 0
 0
 18:50 
 0
 0
 0
 0
 10:03 
 0
 0
 0
 0
 6:56 
 0
 0
 0
 0
 15:43 
 0
 0
 0
 0
 6:35 
 0
 0
 0
 0
 14:41 
 0
 0
 0
 0
 10:04 
 0
 0
 0
 0
 11:46 
 0
 0
 0
 0
 10:25 
 0
 0
 0
 0
 10:52 
 0
 0
 0
 0
 11:03 
 0
 0
 0
 0
 9:42 
 0
 0
 0
 0
 16:05 
 0
 0
 0
 0
 13:27 
 0
 0
 0
 0
 14:01 
 0
 0
 0
 0
 11:44 
 0
 0
 0
 0
 12:41 
 0
 0
 0
 0
 11:37 
 0
 0
 0
 0
 9:21 
 0
 0
 0
 0
 4:51 
 0
 0
 0
 0
 9:07 
 0
 0
 0
 0
 10:58 
 0
 0
 0
 0
 16:47